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Test data

Set confidence thresholds
Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length Accuracy Result
misalg_z_090_Ch08_100g_PE_Acceleration.s1 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
ub_06_001-5_Ch08_100g_PE_Acceleration.s5 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
normal_001-4_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition
normal_003_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition
misalg_z_089-3_Ch08_100g_PE_Acceleration.s1 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
ub_06_001-4_Ch08_100g_PE_Acceleration.s4 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
normal_002-5_Ch08_100g_PE_Acceleration.s2 normal 1s 100% 1 normal
Show classification Show in data acquisition
normal_001_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition
normal_001-5_Ch08_100g_PE_Acceleration.s1 normal 1s 100% 1 normal
Show classification Show in data acquisition
normal_002-4_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition
misalg_z_089-2_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
normal_001-2_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition
normal_002-2_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition
normal_002-3_Ch08_100g_PE_Acceleration.s2 normal 1s 100% 1 normal
Show classification Show in data acquisition
misalg_z_088_Ch08_100g_PE_Acceleration.s4 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
misalg_z_089_Ch08_100g_PE_Acceleration.s4 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
normal_001-6_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition
normal_000-6_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition
misalg_z_088-2_Ch08_100g_PE_Acceleration.s3 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
misalg_z_087_Ch08_100g_PE_Acceleration.s1 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
normal_001-3_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition
misalg_z_087-3_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_000-8_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
misalg_z_088-3_Ch08_100g_PE_Acceleration.s5 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_001_Ch08_100g_PE_Acceleration.s2 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
misalg_z_086_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_001-9_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
misalg_z_086-2_Ch08_100g_PE_Acceleration.s1 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
ub_06_002-4_Ch08_100g_PE_Acceleration.s5 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_002_Ch08_100g_PE_Acceleration.s2 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
ub_06_003_Ch08_100g_PE_Acceleration.s4 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
misalg_z_085-3_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
normal_003-2_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition
bearing_001-5_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
ub_06_002-5_Ch08_100g_PE_Acceleration.s3 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
ub_06_002-5_Ch08_100g_PE_Acceleration.s5 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
ub_06_003-4_Ch08_100g_PE_Acceleration.s3 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_001-8_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
ub_06_001_Ch08_100g_PE_Acceleration.s4 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
misalg_z_086-3_Ch08_100g_PE_Acceleration.s5 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
ub_06_001-2_Ch08_100g_PE_Acceleration.s1 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_001-6_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
ub_06_002_Ch08_100g_PE_Acceleration.s5 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_001-2_Ch08_100g_PE_Acceleration.s5 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
ub_06_003-5_Ch08_100g_PE_Acceleration.s3 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_001-7_Ch08_100g_PE_Acceleration.s3 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
ub_06_001-3_Ch08_100g_PE_Acceleration.s1 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_002-2_Ch08_100g_PE_Acceleration.s5 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
ub_06_003-3_Ch08_100g_PE_Acceleration.s2 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_000-9_Ch08_100g_PE_Acceleration.s3 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
ub_06_003-2_Ch08_100g_PE_Acceleration.s3 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
misalg_z_087-2_Ch08_100g_PE_Acceleration.s1 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
ub_06_002-2_Ch08_100g_PE_Acceleration.s2 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
misalg_z_085-2_Ch08_100g_PE_Acceleration.s5 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_001-4_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
ub_06_002-3_Ch08_100g_PE_Acceleration.s1 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_001-3_Ch08_100g_PE_Acceleration.s2 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
normal_002-6_Ch08_100g_PE_Acceleration.s5 normal 1s 100% 1 normal
Show classification Show in data acquisition
bearing_000-7_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
bearing_000-6_Ch08_100g_PE_Acceleration.s2 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
normal_000_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition
bearing_000-4_Ch08_100g_PE_Acceleration.s1 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
ub_06_000_Ch08_100g_PE_Acceleration.s2 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
normal_000-4_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition
bearing_000-3_Ch08_100g_PE_Acceleration.s2 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
ub_06_000-5_Ch08_100g_PE_Acceleration.s3 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_000-5_Ch08_100g_PE_Acceleration.s1 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
normal_000-3_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition
normal_000-3_Ch08_100g_PE_Acceleration.s2 normal 1s 100% 1 normal
Show classification Show in data acquisition
misalg_z_085_Ch08_100g_PE_Acceleration.s5 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
normal_000-5_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition
normal_000-2_Ch08_100g_PE_Acceleration.s2 normal 1s 100% 1 normal
Show classification Show in data acquisition
ub_06_000-3_Ch08_100g_PE_Acceleration.s2 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
misalg_z_084-3_Ch08_100g_PE_Acceleration.s4 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
misalg_z_083-3_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
misalg_z_084-2_Ch08_100g_PE_Acceleration.s4 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
ub_06_000-4_Ch08_100g_PE_Acceleration.s5 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
misalg_z_084_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition
ub_06_000-2_Ch08_100g_PE_Acceleration.s2 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition
bearing_000-2_Ch08_100g_PE_Acceleration.s3 bearing 1s 100% 1 bearing
Show classification Show in data acquisition
bearing_000_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
49.38%

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